Changelog

Source: NEWS.md

mlrMBO 1.1.52020-10-23

• Documentation fixes
• Bugfix: Fix CRAN warnings.

mlrMBO 1.1.42020-02-28

• plot.OptState() now supports multiple categorical variables.
• crit.aei works with wrapped learners.
• Documentation fixes
• mbo() can be called without control object.
• Bugfix: MOIMBO works with integers

mlrMBO 1.1.32019-12-02

• Bugfix: plot(opt.state) now also works for Param Sets with transformations.
• Bugfix: Infill optimization with CMAES now supports restarts.

mlrMBO 1.1.22018-06-21

• Adaptive infill criterions. Infill criterions now have to support an progress argument. Termination criterions now can supply a progress return value.
• Fix for parEGO + EI (Issue #407)
• save.on.disk now can take arbitrary numeric vectors to specify iterations, when to save on disk.
• Spelling mistakes for infill criterions will now be cought. (Issue #417)

mlrMBO 1.1.12018-01-02

• makeMBOControl() has on.surrogate.error argument which enables random proposals if the surrogate model fails.
• With initSMBO(), updateSMBO() and finalizeSMBO() it is now possible to do a human-in-the-loop MBO.
• The result now contains the final.opt.state.
• Plot method for OptState objects.

mlrMBO 1.1.02017-05-12

• Fixed bug in focus search that affected discrete search spaces.
• Numerics will be auto converted to integers where integers are expected.
• Package can now be cited with citation("mlrMBO").

mlrMBO 1.0.02017-03-12

• Initial CRAN release